- Martinez, W &, Martines, A: Exploratory Data Analysis with MATLAB, Chapman & Hall 2005.
- Reiche, N al at, Data-driven storytelling, CRC Press, 2018.
- Peng, Roger D. Exploratory Data Analysis with R, 2015
- Tukey, J W.Exploratory Data analysis, Addison-Wesley 1977
EduSinglePage
Course offered as a part of a programme
Kurs, master’s level
7.5 hp
Malmö | daytime | 50%
20 januari 2025 - 30 mars 2025
Kod för kursen: MA661E
Om kursen
The course aims to enable the student to critically process the collected data using graphic visualisation and various analytical methods, as well as communicate results from the collected data in an easily understandable way.
Denna kursen ges som del av program:
Kursinnehåll
The course contains the following elements:
- organisation of data
- dimensionality reduction
- hidden patterns and clusters
- plotting techniques and mapping for visualisation of distributions, for relationships between variables, visualisation of categorical variables.
- data-based storytelling: influence, technique and ethics.
Behörighetskrav
1. Bachelor of Science in computer science or related subjects.
2. At least 15 credits in programming.
3. At least 7.5 credits in mathematics.
4. Knowledge equivalent to English 6 at Swedish upper secondary level.
Kurslitteratur
Kursvärdering
The University provides students who are taking or have completed a course with the opportunity to share their experiences of and opinions about the course in the form of a course evaluation that is arranged by the University. The University compiles the course evaluations and notifies the results and any decisions regarding actions brought about by the course evaluations. The results shall be kept available for the students. (HF 1:14).
